Scientists created an exam so broad, challenging and deeply rooted in expert human knowledge that current AI systems consistently fail it. “Humanity’s Last Exam” introduces 2,500 questions spanning mathematics, humanities, natural sciences, ancient languages and highly specialized subfields.

· · 来源:bbs资讯

2024年12月23日 星期一 新京报

中国科协、教育部日前印发《关于进一步加强高等学校科普工作的意见》,提出到2030年实现高校科普工作全覆盖。根据意见,到2030年,高校科普工作体系将更加完善,高校科普地位作用更加凸显,科学素质和能力培养导向更加鲜明,高校社会化科普服务效能更加彰显,服务国家创新驱动发展的贡献度进一步提升。

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其次,我们希望智能体能“动手”做事:执行和交互能力。这就意味着它能够使用工具、执行操作,并能与外部环境发生直接交互。在数字世界中,智能体可以模拟人类操作,通过键盘输入、点击屏幕的方式来完成任务;也可以通过其他程序或系统接口来调用工具;还可以发挥模型特长,通过编写和执行代码来达成目的。在物理世界中,智能体则需要与各类控制系统和设备相连接,通过下达指令来操控物理对象,将智能决策转化为现实行动。

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With respect to Rust, working with agents and seeing how the agents make decisions/diffs has actually helped me break out of the intermediate Rust slog and taught me a lot about the ecosystem by taking on more ambitious projects that required me to research and identify effective tools for modern Rust development. Even though I have technically released Rust packages with many stars on GitHub, I have no intention of putting Rust as a professional skill on my LinkedIn or my résumé. As an aside, how exactly do résumés work in an agentic coding world? Would “wrote many open-source libraries through the use of agentic LLMs which increased the throughput of popular data science/machine learning algorithms by an order of magnitude” be disqualifying to a prospective employer as they may think I’m cheating and faking my expertise?